Search Articles

View query in Help articles search

Search Results (1 to 2 of 2 Results)

Download search results: CSV END BibTex RIS


Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Reddit posts were randomly sampled from subreddits related to sexual and gender minority people (eg, r/gay and r/trans; n=1000) or downloaded from the subreddit r/Gender Dysphoria (n=1099). The demographic characteristics of the users were not available on Reddit and not inferred using ML methods to protect user anonymity and in light of ethical concerns around automated gender inference [39]. The Reddit posts were cleaned by removing special characters and nonword formatting (eg, URLs) using software.

Cory J Cascalheira, Ryan E Flinn, Yuxuan Zhao, Dannie Klooster, Danica Laprade, Shah Muhammad Hamdi, Jillian R Scheer, Alejandra Gonzalez, Emily M Lund, Ivan N Gomez, Koustuv Saha, Munmun De Choudhury

JMIR Form Res 2023;7:e47256